Automated Identification and Power Consumption Optimization of Internet of Things Devices

Abstract

Power consumption optimization of IoT devices is provided. A device upgrade plan is generated outlining a sequence of actions for AI chip upgrade of a number of IoT devices based on assessment of hardware and software specification information corresponding to the number of IoT devices against requirements for the AI chip upgrade. A set of AI chip configurations is run in a simulation environment based on operational parameters corresponding to the number of IoT devices to identify a best AI chip configuration that delivers a lowest power consumption for the number of IoT devices while meeting defined performance benchmarks. At least one of a set of firmware updates, a set of driver software, and a set of configuration settings is transmitted to one or more of the number of IoT devices for the AI chip upgrade in accordance with the device upgrade plan based on the best AI chip configuration.

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